optimizers.py#

class mlui.widgets.optimizers.OptimizerWidget[source]#

Bases: ABC

Base class for a widget of the optimizer.

abstract property params: OptimizerParams#: Adjustable parameters of the optimizer.

class mlui.widgets.optimizers.Adam[source]#

Bases: OptimizerWidget

Widget class for the Adam optimizer.

property params: AdamParams#: Adjustable parameters of the optimizer.

class mlui.widgets.optimizers.RMSprop[source]#

Bases: OptimizerWidget

Widget class for the RMSprop optimizer.

property params: RMSpropParams#: Adjustable parameters of the optimizer.

class mlui.widgets.optimizers.SGD[source]#

Bases: OptimizerWidget

Widget class for the SGD optimizer.

property params: SGDParams#: Adjustable parameters of the optimizer.